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Comparison · Analytics
ThingsBoard vs Apache Drill
A side-by-side editorial comparison of ThingsBoard and Apache Drill — release velocity, themes, recent moves, and the top alternatives to consider.
ThingsBoard vs Apache Drill: at a glance
What is ThingsBoard?
An IoT platform whose release notes have become a CVE ledger
ThingsBoard ships every release twice — once on the 4.3 line and once as a 4.2 backport with an identical security section — and those security sections now dominate the notes, running to twenty or thirty CVEs per release. The recurring classes are telling: SSRF through AI model provider URLs, SSRF and file access escapes from the TBEL script sandbox, DNS rebinding bypasses, and access control on alarm comments. Feature work continues underneath, mostly IoT Hub integration and an Angular 20 UI migration.
What is Apache Drill?
A SQL-on-anything engine shipping rarely, but each release widens what it can reach
Drill releases roughly once a year, and the feed reflects an ASF project where minor versions are the events and patch releases carry no description beyond a pointer to release notes. The 1.22.0 release resets the platform floor to Java 11/17/21 and drops the Hadoop 2 distribution entirely. Underneath, the long-running theme is storage and format plugin breadth — HTTP, Splunk, XML, File — plus a steady stream of third-party library upgrades closing vulnerabilities.
ThingsBoard vs Apache Drill: editorial side-by-side
ThingsBoard
0.0ANALYTICS
An IoT platform whose release notes have become a CVE ledger
◆ Current state
ThingsBoard ships every release twice — once on the 4.3 line and once as a 4.2 backport with an identical security section — and those security sections now dominate the notes, running to twenty or thirty CVEs per release. The recurring classes are telling: SSRF through AI model provider URLs, SSRF and file access escapes from the TBEL script sandbox, DNS rebinding bypasses, and access control on alarm comments. Feature work continues underneath, mostly IoT Hub integration and an Angular 20 UI migration.
◆ Where it's heading
The platform is paying down the security cost of being extensible. TBEL scripting and user-configurable AI model endpoints are exactly the features that make ThingsBoard useful for industrial rule engines, and both are repeatedly the source of sandbox and SSRF findings — so the work has shifted to fencing them with allow-lists, opt-in SSRF protection and configurable security headers. Meanwhile the AI surface keeps growing, with structured output support spreading across more model providers.
◆ Prediction
The dual-branch pattern will hold, with 4.2 continuing to receive the same security sets as 4.3 until it reaches end of life; expect further hardening of the TBEL sandbox rather than new scripting capability.
Apache Drill
0.0ANALYTICS
A SQL-on-anything engine shipping rarely, but each release widens what it can reach
◆ Current state
Drill releases roughly once a year, and the feed reflects an ASF project where minor versions are the events and patch releases carry no description beyond a pointer to release notes. The 1.22.0 release resets the platform floor to Java 11/17/21 and drops the Hadoop 2 distribution entirely. Underneath, the long-running theme is storage and format plugin breadth — HTTP, Splunk, XML, File — plus a steady stream of third-party library upgrades closing vulnerabilities.
◆ Where it's heading
Drill is consolidating around being a federated query layer rather than a Hadoop-ecosystem component. Eliminating the forked Calcite, adding INSERT support, and shipping a Drill-on-Drill storage plugin moved it from read-only explorer toward a queryable and writable federation tier; dropping Hadoop 2 finishes severing the original deployment assumption. Plugin count keeps growing faster than engine internals change.
◆ Prediction
The next release will likely continue the pattern of plugin additions plus dependency-driven security upgrades, with the modern-Java baseline now letting the project adopt libraries it previously had to hold back.
Alternatives to ThingsBoard and Apache Drill
Other Analytics products tracked by Sparkpulse, ranked by recent ship velocity. Each card links to a full editorial trajectory and lets you pivot into a head-to-head comparison with either ThingsBoard or Apache Drill.
Apache Superset
Superset's tracked feed is a Helm chart tag stream with no notes attached.
ApexCharts
Three releases in three weeks moved ApexCharts from free library to gated open-core.
Graphite
Graphite's answer to its own CVE backlog is a pre-release nobody calls official.
Cortex
Cortex is betting on Parquet block storage and graduating years of experimental features.
NetObserv
NetObserv is layering TLS visibility and health alerting on top of its eBPF flow pipeline.
See all ThingsBoard alternatives → · See all Apache Drill alternatives →
Recent activity from ThingsBoard and Apache Drill
Latest ship moves from both products, interleaved chronologically. ⚡ = editorial spark.
- 1mo agoThingsBoard4.3.1.3 clears 25+ CVEs and adds IoT Hub integration
- 1mo agoThingsBoard4.2.2.3 backports the full 4.3.1.3 security set
- 2mo agoThingsBoard4.3.1.2 fences the TBEL sandbox and AI provider URLs against SSRF
- 2mo agoThingsBoard4.2.2.2 backports the TBEL sandbox and SSRF fixes
- 4mo agoThingsBoard4.3.1.1 adds configurable security headers and a rebinding allow-list
- 4mo agoThingsBoard4.2.2.1 backports security headers and CORS configuration
- 1y agoApache Drill1.22.0 drops Hadoop 2 and moves to Java 11/17/21
- 1y agoApache DrillApache Drill 1.21.2
- 2y agoApache Drill1.20.0 adds Iceberg and Phoenix plugins plus JDBC write support
- 2y agoApache Drill1.21.0 un-forks Calcite, adds INSERT and Drill-on-Drill federation ⚡
- 2y agoApache DrillApache Drill 1.21.1
- 3y agoApache DrillApache Drill 1.20.3
Frequently asked questions
What is the difference between ThingsBoard and Apache Drill?
They serve adjacent needs but don't currently overlap on shipped themes. ThingsBoard and Apache Drill are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). See the at-a-glance table above for a side-by-side breakdown of velocity, recent sparks, and editorial themes.
Is ThingsBoard better than Apache Drill?
Sparkpulse doesn't pick a winner — we score release velocity, not feature parity. ThingsBoard and Apache Drill are shipping at a similar cadence (velocity 0.0 vs 0.0, both within Sparkpulse's "active" band). For your specific use case, the alternatives sections above list other Analytics products to evaluate alongside.
What are the best alternatives to ThingsBoard?
Top ThingsBoard alternatives in Analytics are ranked by recent ship velocity. Browse the "ThingsBoard alternatives" section above for the current picks, or visit /alternatives/thingsboard for the full list with editorial commentary on each.
What are the best alternatives to Apache Drill?
Top Apache Drill alternatives in Analytics are ranked by recent ship velocity. Browse the "Apache Drill alternatives" section above for the current picks, or visit /alternatives/apache-drill for the full list with editorial commentary on each.